The paper argues that morphological disambiguation is a crucial step for assignment of dependency structures. Quantitative evaluation on a German corpus shows that morphological disambiguation of NPs together with syntactic heuristics yields unique morphological analyses for the assignment of dependency relations to German NPs in 77.08% of all cases.